ElectricityLoadDiagrams20112014

Donated on 3/12/2015

This data set contains electricity consumption of 370 points/clients.

Dataset Characteristics

Time-Series

Subject Area

Computer Science

Associated Tasks

Regression, Clustering

Feature Type

Real

# Instances

370

# Features

140256

Dataset Information

Additional Information

Data set has no missing values. Values are in kW of each 15 min. To convert values in kWh values must be divided by 4. Each column represent one client. Some clients were created after 2011. In these cases consumption were considered zero. All time labels report to Portuguese hour. However all days present 96 measures (24*4). Every year in March time change day (which has only 23 hours) the values between 1:00 am and 2:00 am are zero for all points. Every year in October time change day (which has 25 hours) the values between 1:00 am and 2:00 am aggregate the consumption of two hours.

Has Missing Values?

No

Variable Information

Data set were saved as txt using csv format, using semi colon (;). First column present date and time as a string with the following format 'yyyy-mm-dd hh:mm:ss' Other columns present float values with consumption in kW

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Creators

Artur Trindade

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